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In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, as the sole quantum competitor, and the only competitor that did not use healthcare data as a key variable in its algorithm.
The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.


Utilizing D-Wave, HALO was able to generate a predictive model of Covid transmission sufficiently accurate to progress beyond the elimination round, and to achieve superior results relative to most models submitted utilizing classical computing. This model is an example of hybrid-quantum computing, where an AI utilizing one variety of quantum inputs - the environmental pattern sampling of AEM, HALO's MTJ-TRNG array - creates an algorithm that is run on a D-Wave quantum computer. The team believes that this is a truly novel example of a new, practical use of MTJ - TRNG technology.

(Magnetoresistive Tunnel Junction - True Random Number Generator)

 

 

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H.A.L.O. QI - Predicted Weekly New COVID-19 Cases By Country

Effects of Non-Pharmaceutical Interventions (NPIs) on Global New COVID-19 Cases Per 30 Days
Oxford Government Response Tracker Database
235 Global Regions with 14 Specialty Regions

Control

vs

Blockchain

AI-Predicted Daily New COVID-19 Cases By Country

Country
Region
Date
Predicted Daily New Cases
Daily New Cases Pre-H.A.L.O.
Words
United States
Maryland
04/05/2021
0
0
grains
United States
Maryland
04/06/2021
0
0
leona
United States
Maryland
04/07/2021
435.4020796
411.3642662
squabbled
United States
Maryland
04/08/2021
92.8625184
87.86211064
ton
United States
Maryland
04/09/2021
206.4559412
195.6205927
cold-case
United States
Maryland
04/10/2021
0
0
warmth
United States
Maryland
04/11/2021
0
0
ips
United States
Maryland
04/12/2021
0
0
well-informed
United States
Maryland
04/13/2021
0
0
self-display
United States
Maryland
04/14/2021
405.7523455
387.2504104
tilghman
United States
Maryland
04/15/2021
67.52705694
64.54166163
subsist
United States
Maryland
04/16/2021
180.847348
173.1039016
direct-to-consumer
United States
Maryland
04/17/2021
0
0
honestly
United States
Maryland
01/08/2021
1055.180111
1026.855739
ant-man
United States
Maryland
01/09/2021
260.8826524
252.424835
croaker
United States
Maryland
01/10/2021
705.0200583
678.2763233
well-crafted
United States
Maryland
01/11/2021
641.433963
613.6059197
handrail
United States
Maryland
01/12/2021
69.11295143
65.74207015
berates
United States
Maryland
01/13/2021
1209.833795
1144.378734
labianca
United States
Maryland
01/14/2021
850.0537662
799.5842382
jolie
United States
Maryland
01/15/2021
946.5274776
885.3975086
advancing
United States
Maryland
01/16/2021
122.02194
114.5921585
grantham
United States
Maryland
01/17/2021
577.5787989
544.5614548
biscuits
United States
Maryland
01/18/2021
510.8846711
483.5974865
idealism
United States
Maryland
01/19/2021
0
0
schwalbe
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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